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                                <h1 id="mscnn">mscnn</h1>
<ul>
<li><a href="https://github.com/zhaoweicai/mscnn" target="_blank">Source Code</a></li>
<li>&#x522B;&#x4EBA;&#x5199;&#x7684;<a href="https://gist.github.com/arundasan91/b432cb011d1c45b65222d0fac5f9232c" target="_blank">&#x6559;&#x7A0B;</a></li>
</ul>
<h2 id="install">Install</h2>
<ul>
<li>&#x4ECE;github&#x4E0B;&#x8F7D;mscnn&#x5DE5;&#x7A0B;</li>
<li><p>&#x5982;&#x679C;git clone&#x51FA;&#x73B0;</p>
<pre><code class="lang-log">  &#x6B63;&#x514B;&#x9686;&#x5230; &apos;mscnn&apos;...
  remote: Counting objects: 1120, done.
  error: RPC failed; curl 56 GnuTLS recv error (-110): The TLS connection was non-properly terminated.
  fatal: The remote end hung up unexpectedly
  fatal: &#x8FC7;&#x65E9;&#x7684;&#x6587;&#x4EF6;&#x7ED3;&#x675F;&#x7B26;&#xFF08;EOF&#xFF09;
  fatal: index-pack failed
</code></pre>
</li>
<li><p>&#x7528;&#x8FD9;&#x79CD;&#x65B9;&#x6CD5;&#x907F;&#x5F00;&#xFF1A;</p>
<pre><code class="lang-shell">  mkdir mscnn
  cd mscnn
  git init
  git remote add origin https://github.com/zhaoweicai/mscnn.git
  git pull
</code></pre>
</li>
<li><p>&#x6211;&#x53EA;&#x5728;ubuntu&#x4E0A;&#x5B89;&#x88C5;&#xFF0C;&#x6240;&#x4EE5;&#x53EA;&#x8BB2;ubuntu&#x4E0A;&#x7684;&#x4F9D;&#x8D56;:</p>
<ul>
<li><a href="https://www.youtube.com/watch?v=cVWVRA8XXxs" target="_blank">CUDA&#x548C;CUDNN</a></li>
<li><p>&#x5176;&#x4ED6;&#x4F9D;&#x8D56;</p>
<pre><code class="lang-shell">sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler
sudo apt-get install --no-install-recommends libboost-all-dev
sudo apt-get install libatlas-base-dev
sudo apt-get install libgflags-dev libgoogle-glog-dev liblmdb-dev
</code></pre>
</li>
<li><p>Caffe&#x5728;debian&#x7CFB;&#x5217;&#x7CFB;&#x7EDF;&#x4E0A;&#x5BF9;hdf5&#x7684;&#x652F;&#x6301;&#x5BFC;&#x81F4;&#x7684;<a href="https://github.com/BVLC/caffe/issues/2347#issuecomment-118508564" target="_blank">&#x4E00;&#x4E2A;&#x5751;&gt;&gt;</a></p>
</li>
</ul>
</li>
</ul>
<h2 id="&#x7F16;&#x8BD1;">&#x7F16;&#x8BD1;</h2>
<pre><code class="lang-shell">make all
make pycaffe
make matcaffe
make test
make runtest
</code></pre>
<h2 id="&#x6D4B;&#x8BD5;&#xFF08;python&#x7248;&#xFF09;">&#x6D4B;&#x8BD5;&#xFF08;Python&#x7248;&#xFF09;</h2>
<ul>
<li><a href="https://github.com/GBJim/mscnn/blob/master/examples/caltech/run_mscnn_detection.py" target="_blank">&#x6E90;&#x4EE3;&#x7801;</a></li>
<li>&#x524D;&#x9762;&#x662F;&#x7528;apt&#x5B89;&#x88C5;&#x7684;opencv&#x548C;protobuf&#xFF0C;&#x6CA1;&#x6709;&#x5B89;&#x88C5;Python&#x5305;&#xFF0C;&#x6240;&#x4EE5;&#x76F4;&#x63A5;&#x8FD0;&#x884C;&#x4F1A;&#x62A5;cv2&#x548C;protobuf&#x627E;&#x4E0D;&#x5230;</li>
<li>&#x5B89;&#x88C5;opencv python&#x5305;&#xFF1A;</li>
</ul>
<pre><code class="lang-shell">sudo apt-get install python-opencv
</code></pre>
<ul>
<li>&#x8FD9;&#x6837;&#x4F1A;&#x5B89;&#x88C5;&#x5230;&#x7CFB;&#x7EDF;&#x9ED8;&#x8BA4;&#x7684;python&#x89E3;&#x91CA;&#x5668;&#x4E2D;&#xFF0C;&#x5373;<code>/usr/lib/python2.7/dist-packages</code>&#xFF0C;&#x6211;&#x4EEC;&#x628A;&#x8FD9;&#x91CC;&#x9762;&#x8DDF;opencv&#x6709;&#x5173;&#x7684;&#x590D;&#x5236;&#x5230;&#x524D;&#x9762;&#x7F16;&#x8BD1;caffe&#x6307;&#x5B9A;&#x7684;python&#x89E3;&#x91CA;&#x5668;&#x76EE;&#x5F55;&#x4E2D;&#xFF0C;&#x6BD4;&#x5982;<code>~/anaconda2/lib/python2.7/site-packages</code>&#xFF0C;&#x540C;&#x65F6;&#x6CE8;&#x610F;&#x6539;cv2&#x7684;&#x540D;&#x5B57;</li>
</ul>
<pre><code class="lang-shell">sudo ln -s cv2.x86_64-linux-gnu.so cv2.so
</code></pre>
<p>&#x641E;&#x5B9A;opencv&#x7684;&#x4F9D;&#x8D56;</p>
<ul>
<li>&#x5B89;&#x88C5;protobuf python&#x5305;: <code>pip install protobuf</code>&#xFF08;&#x6CE8;&#x610F;pip&#x8981;&#x548C;caffe&#x5BF9;&#x5E94;&#x7684;python&#x89E3;&#x91CA;&#x5668;&#x7ED1;&#x5B9A;&#xFF09;</li>
<li>&#x7531;&#x4E8E;&#x524D;&#x9762;&#x7684;&#x90A3;&#x4EFD;python&#x4EE3;&#x7801;&#x7528;&#x4E86;nms&#x6765;&#x505A;GPU&#x8C03;&#x7528;&#xFF0C;&#x8FD9;&#x4E2A;&#x4E1C;&#x897F;&#x662F;&#x6765;&#x81EA;py-faster-rcnn&#x7684;&#xFF0C;&#x4E5F;&#x662F;caffe&#x7684;&#x4E00;&#x4E2A;&#x53D8;&#x79CD;&#xFF0C;&#x590D;&#x5236;<a href="https://github.com/rbgirshick/py-faster-rcnn/tree/master/lib/" target="_blank">&#x8FD9;&#x4E2A;&#x76EE;&#x5F55;</a>&#xFF0C;&#x7136;&#x540E;make&#xFF0C;&#x6309;&#x4E0A;&#x9762;&#x7684;&#x590D;&#x5236;opencv&#x7684;&#x65B9;&#x6CD5;&#x628A;nms&#x76EE;&#x5F55;&#x590D;&#x5236;&#x5230;caffe&#x5BF9;&#x5E94;&#x7684;python&#x89E3;&#x91CA;&#x5668;&#x5C31;&#x597D;&#x4E86;</li>
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